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Machines, Volume 9, Issue 10

2021 October - 40 articles

Cover Story: Early-stage fatigue damage detection in metal components is critical to ensure reliability and facilitate predictive maintenance. This article uses novel experiments and introduces a combined pattern recognition and machine learning approach to detect fatigue cracks at the micron-scale. In summary, the article opens future opportunities for designing a robust predictive maintenance framework. View this paper
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Articles (40)

  • Review
  • Open Access
21 Citations
4,877 Views
18 Pages

19 October 2021

The design and development of space instruments are considered to be distinct from that of other products. It is because the key considerations are vastly different from those that govern the use of products on planet earth. The service life of a spa...

  • Article
  • Open Access
17 Citations
3,181 Views
13 Pages

18 October 2021

Rotation speed and propulsive force are the two critical parameters in the work of the air-borne bolting rig. To address the problem that unreasonable rotation speed and propulsive force will induce the breakage of the drill pipe and the inability of...

  • Article
  • Open Access
4 Citations
3,035 Views
18 Pages

18 October 2021

In this paper, to identify the roof unconfined compressive strength (UCS) in the process of coal mine roadway support in real-time and optimize the real-time drilling speed while drilling, this paper proposes and establishes a drilling test method fo...

  • Article
  • Open Access
6 Citations
3,268 Views
15 Pages

18 October 2021

The body freedom flutter characteristics of an airfoil and a fly wing aircraft model were calculated based on a CFD method for the Navier–Stokes equations. Firstly, a rigid elastic coupling dynamic model of a two-dimensional airfoil with a free–free...

  • Article
  • Open Access
5 Citations
2,484 Views
15 Pages

Fast Attitude Estimation System for Unmanned Ground Vehicle Based on Vision/Inertial Fusion

  • Zhenhui Fan,
  • Pengxiang Yang,
  • Chunbo Mei,
  • Qiju Zhu and
  • Xiao Luo

18 October 2021

The attitude estimation system based on vision/inertial fusion is of vital importance and great urgency for unmanned ground vehicles (UGVs) in GNSS-challenged/denied environments. This paper aims to develop a fast vision/inertial fusion system to est...

  • Article
  • Open Access
4 Citations
3,366 Views
14 Pages

17 October 2021

It is necessary to analyze the intake/exhaust gas flow of a diesel engine when turbocharger matching and when installing emission control devices such as exhaust gas recirculation (EGR), selective catalytic reduction (SCR), and scrubbers. Analyzing t...

  • Article
  • Open Access
5 Citations
4,482 Views
18 Pages

16 October 2021

Multi-axis Laser Engraving Machine Tools (LEMT) are widely used in precision processing of parts with complex surface. The accuracy of kinematic model and parameter measurement are the key factors determining the processing quality of LEMT. In this p...

  • Article
  • Open Access
22 Citations
4,408 Views
26 Pages

16 October 2021

Rotor systems are of considerable importance in most modern industrial machinery, and the evaluation of the working conditions and longevity of their core component—the rolling bearing—has gained considerable research interest. In this study, a scale...

  • Article
  • Open Access
3 Citations
2,989 Views
19 Pages

14 October 2021

The collective motion of biological species has robust and flexible characteristics. Since the individual of the biological group interacts with other neighbors asymmetrically, which means the pairwise interaction presents asymmetrical characteristic...

  • Article
  • Open Access
48 Citations
5,923 Views
18 Pages

Grape Berry Detection and Size Measurement Based on Edge Image Processing and Geometric Morphology

  • Lufeng Luo,
  • Wentao Liu,
  • Qinghua Lu,
  • Jinhai Wang,
  • Weichang Wen,
  • De Yan and
  • Yunchao Tang

13 October 2021

Counting grape berries and measuring their size can provide accurate data for robot picking behavior decision-making, yield estimation, and quality evaluation. When grapes are picked, there is a strong uncertainty in the external environment and the...

  • Article
  • Open Access
2 Citations
4,865 Views
15 Pages

13 October 2021

Interest in multilayer windings is increasing with the application of the hairpin winding technology to the manufacturing of electrical machines. Therefore, the four-layer fractional slot concentrated winding is used for the initial design of the mac...

  • Article
  • Open Access
11 Citations
3,153 Views
14 Pages

13 October 2021

A turbomachine is a fundamental engineering apparatus meant to transfer energy between a rotor and a fluid. Turbomachines are the core of power generation in many engineering applications such as electric power generation plants, aerospace, marine po...

  • Article
  • Open Access
5 Citations
7,220 Views
17 Pages

A GEMMA-GRAFCET Generator for the Automation Software of Smart Manufacturing Systems

  • Juan Manuel Castillo,
  • Giacomo Barbieri,
  • Alejandro Mejia,
  • José Daniel Hernandez and
  • Kelly Garces

12 October 2021

Within the Industry 4.0 revolution, manufacturing enterprises are transforming to intelligent enterprises constituted by Smart Manufacturing Systems (SMSs). A key capability of SMSs is the ability to connect and communicate with each other through In...

  • Article
  • Open Access
16 Citations
4,877 Views
19 Pages

9 October 2021

In the design and operation scenarios driven by Digital Twins, large computer-aided design (CAD) models of production line equipment can limit the real-time performance and fidelity of the interaction between digital and physical entities. Digital CA...

  • Article
  • Open Access
5 Citations
4,004 Views
16 Pages

A 3D Keypoints Voting Network for 6DoF Pose Estimation in Indoor Scene

  • Huikai Liu,
  • Gaorui Liu,
  • Yue Zhang,
  • Linjian Lei,
  • Hui Xie,
  • Yan Li and
  • Shengli Sun

8 October 2021

This paper addresses the problem of instance-level 6DoF pose estimation from a single RGBD image in an indoor scene. Many recent works have shown that a two-stage network, which first detects the keypoints and then regresses the keypoints for 6d pose...

  • Article
  • Open Access
11 Citations
6,920 Views
18 Pages

Machinery Foundations Dynamical Analysis: A Case Study on Reciprocating Compressor Foundation

  • Stefano Giorgetti,
  • Alessandro Giorgetti,
  • Reza Tavafoghi Jahromi and
  • Gabriele Arcidiacono

7 October 2021

A faulty dynamical interaction between a machine and a foundation can lead to unexpected and dangerous failures, impacting human lives and the environment. Some machines, as reciprocating compressors, have a low rotation speed; this can lead to dange...

  • Article
  • Open Access
12 Citations
3,083 Views
19 Pages

7 October 2021

Due to the ubiquitous dynamics of industrial processes, the variable time lag raises great challenge to the high-precision industrial process monitoring. To this end, a process monitoring method based on the dynamic autoregressive latent variable mod...

  • Article
  • Open Access
4 Citations
2,987 Views
16 Pages

Modular Segmented Motor for Power-Assist Wheelchairs: Proof of Concept

  • Ilya A. Galkin,
  • Rahims Geidarovs and
  • Andrejs Podgornovs

6 October 2021

This paper presents an analysis of the opportunity to increase the price availability of small electric vehicles, such as electric scooters, such as bicycles and wheelchairs, by applying expandability and modularity principles to their motors. Assumi...

  • Article
  • Open Access
10 Citations
3,418 Views
21 Pages

3 October 2021

To improve the working performance of battery electric vehicle (BEV) high-speed helical gear transmission under full working conditions, combined with Tooth Contact Analysis (TCA) and Loaded Tooth Contact Analysis (LTCA), the vibration model of singl...

  • Article
  • Open Access
10 Citations
4,212 Views
20 Pages

2 October 2021

Shock and vibration caused by mechanical motion bring huge potential threats to the service life and assembly reliability of mechanical systems. Rubber materials have been widely used in aircraft, trains, and other engineering fields, due to their ex...

  • Article
  • Open Access
3 Citations
2,679 Views
19 Pages

Vibrodiagnostics Faults Classification for the Safety Enhancement of Industrial Machinery

  • Daniel Zuth,
  • Petr Blecha,
  • Tomas Marada,
  • Rostislav Huzlik,
  • Jiri Tuma,
  • Karla Maradova and
  • Vojtech Frkal

30 September 2021

The current digitization of industrial processes is leading to the development of smart machines and smart applications in the field of engineering technologies. The basis is an advanced sensor system that monitors selected characteristic values of t...

  • Article
  • Open Access
18 Citations
3,809 Views
24 Pages

Gear Teeth Deflection Model for Spur Gears: Proposal of a 3D Nonlinear and Non-Hertzian Approach

  • Fabio Bruzzone,
  • Tommaso Maggi,
  • Claudio Marcellini and
  • Carlo Rosso

30 September 2021

In this paper, a three-dimensional model for the estimation of the deflections, load sharing attributes, and contact conditions will be presented for pairs of meshing teeth in a spur gear transmission. A nonlinear iterative approach based on a semi-a...

  • Article
  • Open Access
10 Citations
5,575 Views
15 Pages

Design and Analysis of a Lower Limb Rehabilitation Training Component for Bedridden Stroke Patients

  • Xusheng Wang,
  • Yongfei Feng,
  • Jiazhong Zhang,
  • Yungui Li,
  • Jianye Niu,
  • Yandong Yang and
  • Hongbo Wang

30 September 2021

Carrying out the immediate rehabilitation interventional therapy will better improve the curative effect of rehabilitation therapy, after the condition of bedridden stroke patients becomes stable. A new lower limb rehabilitation training module, as a...

  • Article
  • Open Access
7 Citations
3,394 Views
21 Pages

29 September 2021

The optimization process of compressors is usually regarded as a ‘black-box’ problem, in which the mathematical form underlying the relationship between design parameters and the design objective is impractical and costly to be obtained. To solve the...

  • Article
  • Open Access
22 Citations
5,020 Views
25 Pages

29 September 2021

In the context of Industry 4.0, the matrix production developed by KUKA robotics represents a revolutionary solution for flexible manufacturing systems. Because of the adaptable and flexible manufacturing and material handling solutions, the design a...

  • Article
  • Open Access
18 Citations
5,734 Views
22 Pages

PSIC-Net: Pixel-Wise Segmentation and Image-Wise Classification Network for Surface Defects

  • Linjian Lei,
  • Shengli Sun,
  • Yue Zhang,
  • Huikai Liu and
  • Wenjun Xu

29 September 2021

Recent years have witnessed the widespread research of the surface defect detection technology based on machine vision, which has spawned various effective detection methods. In particular, the rise of deep learning has allowed the surface defect det...

  • Article
  • Open Access
16 Citations
4,248 Views
16 Pages

Model-Free Predictive Current Control of Synchronous Reluctance Motor Drives for Pump Applications

  • Ismaele Diego De Martin,
  • Dario Pasqualotto,
  • Fabio Tinazzi and
  • Mauro Zigliotto

28 September 2021

Climate changes and the lack of running water across vast territories require the massive use of pumping systems, often powered by solar energy sources. In this context, simple drives with high-efficiency motors can be expected to take hold. It is im...

  • Article
  • Open Access
10 Citations
3,181 Views
17 Pages

Bayesian Optimization Design of Inlet Volute for Supercritical Carbon Dioxide Radial-Flow Turbine

  • Chao Bian,
  • Shaojie Zhang,
  • Jinguang Yang,
  • Haitao Liu,
  • Feng Zhao and
  • Xiaofang Wang

28 September 2021

The radial-flow turbine, a key component of the supercritical CO2 (S-CO2) Brayton cycle, has a significant impact on the cycle efficiency. The inlet volute is an important flow component that introduces working fluid into the centripetal turbine. In-...

  • Communication
  • Open Access
39 Citations
6,313 Views
12 Pages

Continuous Control of an Underground Loader Using Deep Reinforcement Learning

  • Sofi Backman,
  • Daniel Lindmark,
  • Kenneth Bodin,
  • Martin Servin,
  • Joakim Mörk and
  • Håkan Löfgren

27 September 2021

The reinforcement learning control of an underground loader was investigated in a simulated environment by using a multi-agent deep neural network approach. At the start of each loading cycle, one agent selects the dig position from a depth camera im...

  • Article
  • Open Access
9 Citations
3,191 Views
16 Pages

26 September 2021

Measurement noise, parametric uncertainties, and external disturbances broadly exist in electro-hydraulic servo systems, which terribly deteriorate the system control performance. To figure out this problem, a novel finite-time output feedback contro...

  • Article
  • Open Access
2 Citations
2,870 Views
16 Pages

26 September 2021

In order to improve vehicle control safety in intelligent and connected environments, a fuzzy drive control strategy is proposed. Through the fusion of vehicle driving data, an early warning level model was established, and the fuzzy control method w...

  • Article
  • Open Access
8 Citations
3,753 Views
22 Pages

A Data-Driven Framework for Early-Stage Fatigue Damage Detection in Aluminum Alloys Using Ultrasonic Sensors

  • Susheel Dharmadhikari,
  • Chandrachur Bhattacharya,
  • Asok Ray and
  • Amrita Basak

25 September 2021

The paper presents a coupled machine learning and pattern recognition algorithm to enable early-stage fatigue damage detection in aerospace-grade aluminum alloys. U- and V-notched Al7075-T6 specimens are instrumented with a pair of ultrasonic sensors...

  • Article
  • Open Access
9 Citations
3,650 Views
18 Pages

25 September 2021

In this paper, a parameter estimation method is proposed to predict the simultaneous joint dynamics of a surgical robotic arm that is tracking trajectories. It mainly deals with the design, modeling, prototyping and control of a serial robotic arm fo...

  • Review
  • Open Access
10 Citations
4,377 Views
18 Pages

Classification of Design Methodologies to Minimize Vibrations in Gears and Bearings in the 21st Century: A Review

  • Rafael Tuirán Villalba,
  • Heriberto Maury Ramírez and
  • Héctor Águila Estrada

25 September 2021

Associated vibrations in mechanical power transmission elements such as gears and bearings significantly contribute to the dynamic behavior of the system to which they belong. Most research in this field describes measurements and signal processing m...

  • Article
  • Open Access
15 Citations
4,733 Views
21 Pages

Development and Implementation of an Anthropomorphic Underactuated Prosthesis with Adaptive Grip

  • Danilo Estay,
  • Alvaro Basoalto,
  • Jorge Ardila,
  • Matías Cerda and
  • Rodrigo Barraza

24 September 2021

This paper describes the design of a prosthetic hand for wrist amputations. The mechanism considers the use of three actuators: one each for the movement of the little finger, annular finger, and middle finger. The second actuator controls the index...

  • Article
  • Open Access
7 Citations
3,765 Views
23 Pages

24 September 2021

While increasing digitalization enables multiple advantages for a reliable operation of technical systems, a remaining challenge in the context of condition monitoring is seen in suitable consideration of uncertainties affecting the monitored system....

  • Article
  • Open Access
19 Citations
6,016 Views
19 Pages

23 September 2021

Rapidly developed information technologies (IT) have continuously empowered manufacturing systems and accelerated the evolution of manufacturing system paradigms, and smart manufacturing (SM) has become one of the most promising paradigms. The study...

  • Article
  • Open Access
21 Citations
3,458 Views
19 Pages

Multi-Objective Optimization Design of a Novel Integral Squeeze Film Bearing Damper

  • Yipeng Zhang,
  • Lidong He,
  • Jianjiang Yang,
  • Gang Zhu,
  • Xingyun Jia and
  • Wei Yan

23 September 2021

In order to better control the vibration of the rotor system so as to improve the stability and safety of the rotor, a novel vibration control solution is needed. In this paper, the multi-objective optimization problem is used for designing a novel i...

  • Article
  • Open Access
21 Citations
6,551 Views
19 Pages

23 September 2021

In a traditional system paradigm, an enterprise reference model provides the guide for practitioners to select manufacturing elements, configure elements into a manufacturing system, and model system options for evaluation and comparison of system so...

  • Article
  • Open Access
5 Citations
3,813 Views
21 Pages

Decoupled Multi-Loop Robust Control for a Walk-Assistance Robot Employing a Two-Wheeled Inverted Pendulum

  • Fu-Cheng Wang,
  • Yu-Hong Chen,
  • Zih-Jia Wang,
  • Chi-Hao Liu,
  • Pei-Chun Lin and
  • Jia-Yush Yen

22 September 2021

This paper develops a decoupled multi-loop control for a two-wheeled inverted pendulum (TWIP) robot that can assist user’s with walking. The TWIP robot is equipped with two wheels driven by electrical motors. We derive the system’s transfer function...

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Machines - ISSN 2075-1702